{"id":"W2605569689","doi":"10.22605/rrh3987","title":"A rural shelter in Ontario adapting to address the changing needs of women who have experienced intimate partner violence: a qualitative case study","year":2017,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Women's College Hospital","keywords":"Qualitative research; Domestic violence; Rural area; Occupational safety and health; Medicine; Suicide prevention; Rural health; Human factors and ergonomics; Poison control; Nursing; Family medicine; Psychology; Socioeconomics; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003457757,0.0001634534,0.0003915623,0.0001471805,0.001977084,0.0001541888,0.0003312997,0.00005553095,0.00002832378],"category_scores_gemma":[0.0001183446,0.0001095385,0.00004145756,0.0001846539,0.0003884021,0.0002767279,0.0002201498,0.0002465766,0.000003365484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294516,"about_ca_system_score_gemma":0.0002904594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7020199,"about_ca_topic_score_gemma":0.2061243,"domain_scores_codex":[0.9976857,0.0005344349,0.0004091897,0.0001812093,0.0003121176,0.0008773936],"domain_scores_gemma":[0.9989899,0.0001164208,0.0002599719,0.0002933842,0.00008525669,0.000255092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005904521,0.00003811768,0.008678337,0.00002074962,0.0000087553,0.00003243706,0.964735,0.00000702125,0.0000109076,0.0006628158,0.000009143894,0.02573762],"study_design_scores_gemma":[0.0003773082,0.0002648826,0.03370651,0.0005628619,0.000003473757,0.00001572635,0.9640704,0.0004914072,0.00001099479,0.0002654068,0.00007965634,0.0001513411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995449,0.00008027485,0.00005079515,0.000550703,0.0001565281,0.0009312899,0.000003430939,0.0000159943,0.002761982],"genre_scores_gemma":[0.9987888,0.0000942274,0.0001038011,0.0003909295,0.00006697211,0.00003370489,5.73492e-7,0.000008487846,0.0005124743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4958956,"threshold_uncertainty_score":0.9993222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06478839640399,"score_gpt":0.418385738590963,"score_spread":0.353597342186973,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}